ICU staffing feature phenotypes and their relationship with patients’ outcomes: an unsupervised machine learning analysis
-
Published:2019-10-08
Issue:11
Volume:45
Page:1599-1607
-
ISSN:0342-4642
-
Container-title:Intensive Care Medicine
-
language:en
-
Short-container-title:Intensive Care Med
Author:
Zampieri Fernando G.ORCID, , Salluh Jorge I. F., Azevedo Luciano C. P., Kahn Jeremy M., Damiani Lucas P., Borges Lunna P., Viana William N., Costa Roberto, Corrêa Thiago D., Araya Dieter E. S., Maia Marcelo O., Ferez Marcus A., Carvalho Alexandre G. R., Knibel Marcos F., Melo Ulisses O., Santino Marcelo S., Lisboa Thiago, Caser Eliana B., Besen Bruno A. M. P., Bozza Fernando A., Angus Derek C., Soares Marcio
Publisher
Springer Science and Business Media LLC
Subject
Critical Care and Intensive Care Medicine
Reference29 articles.
1. Soares M, Bozza FA, Angus DC, Japiassú AM, Viana WN, Costa R, Brauer L, Mazza BF, Corrêa TD, Nunes AL, Lisboa T, Colombari F, Maciel AT, Azevedo LC, Damasceno M, Fernandes HS, Cavalcanti AB, do Brasil PE, Kahn JM, Salluh JI (2015) Organizational characteristics, outcomes, and resource use in 78 Brazilian intensive care units: the ORCHESTRA study. Intensive Care Med 41(12):2149–2160 2. Soares M, Bozza FA, Azevedo LC, Silva UV, Corrêa TD, Colombari F, Torelly AP, Varaschin P, Viana WN, Knibel MF, Damasceno M, Espinoza R, Ferez M, Silveira JG, Lobo SA, Moraes AP, Lima RA, de Carvalho AG, do Brasil PE, Kahn JM, Angus DC, Salluh JI (2016) Effects of organizational characteristics on outcomes and resource use in patients with cancer admitted to intensive care units. J Clin Oncol 34(27):3315–3324 3. Sakr Y, Moreira CL, Rhodes A, Ferguson ND, Kleinpell R, Pickkers P, Kuiper MA, Lipman J, Vincent JL, Extended Prevalence of Infection in Intensive Care Study Investigators (2015) The impact of hospital and ICU organizational factors on outcome in critically ill patients: results from the extended prevalence of infection in intensive care study. Crit Care Med 43(3):519–526 4. Neuraz A, Guérin C, Payet C, Polazzi S, Aubrun F, Dailler F, Lehot JJ, Piriou V, Neidecker J, Rimmelé T, Schott AM, Duclos A (2015) Patient mortality is associated with staff resources and workload in the ICU: a multicenter observational study. Crit Care Med 43(8):1587–1594 5. Gershengorn HB, Harrison DA, Garland A, Wilcox ME, Rowan KM, Wunsch H (2017) Association of intensive care unit patient-to-intensivist ratios with hospital mortality. JAMA Intern Med 177(3):388–396
Cited by
58 articles.
订阅此论文施引文献
订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
|
|